{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 导入程序需要运行库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np, pandas as pd\n",
    "from statsmodels.graphics.tsaplots import plot_acf, plot_pacf\n",
    "import matplotlib.pyplot as plt\n",
    "from statsmodels.tsa.stattools import adfuller\n",
    "import statsmodels as sm\n",
    "from statsmodels.tsa.arima_model import ARIMA\n",
    "import pmdarima as pm\n",
    "from sklearn.metrics import mean_squared_error # 均方误差\n",
    "from sklearn.metrics import mean_absolute_error # 平方绝对误差\n",
    "from sklearn.metrics import r2_score # R square\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  # 用来正常显示中文标签\n",
    "plt.rcParams['axes.unicode_minus'] = False  # 用来正常显示负号\n",
    "plt.rcParams['figure.figsize']=(20, 10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 原始数据预览"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count      230.000000\n",
       "mean      7313.410870\n",
       "std       2429.075456\n",
       "min       2187.000000\n",
       "25%       5490.750000\n",
       "50%       7603.000000\n",
       "75%       9153.750000\n",
       "max      14939.000000\n",
       "Name: 包装专用设备产量_当期值(台), dtype: float64"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_excel(r'data1.xlsx')\n",
    "data.iloc[:,1].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>时间</th>\n",
       "      <th>包装专用设备产量_当期值(台)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1998年2月</td>\n",
       "      <td>3389.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1998年3月</td>\n",
       "      <td>5940.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1998年4月</td>\n",
       "      <td>3680.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1998年5月</td>\n",
       "      <td>4261.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1998年6月</td>\n",
       "      <td>2627.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>2018年8月</td>\n",
       "      <td>8580.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>2018年9月</td>\n",
       "      <td>9162.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>2018年10月</td>\n",
       "      <td>8924.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>2018年11月</td>\n",
       "      <td>10427.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>2018年12月</td>\n",
       "      <td>10251.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>230 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           时间  包装专用设备产量_当期值(台)\n",
       "0     1998年2月           3389.0\n",
       "1     1998年3月           5940.0\n",
       "2     1998年4月           3680.0\n",
       "3     1998年5月           4261.0\n",
       "4     1998年6月           2627.0\n",
       "..        ...              ...\n",
       "225   2018年8月           8580.0\n",
       "226   2018年9月           9162.0\n",
       "227  2018年10月           8924.0\n",
       "228  2018年11月          10427.0\n",
       "229  2018年12月          10251.0\n",
       "\n",
       "[230 rows x 2 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '中国包装专用设备产数据')"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(data.iloc[:,1])\n",
    "plt.title(\"中国包装专用设备产数据\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 对原始数据进行一阶差分与二阶差分"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(3, 2, sharex=True)\n",
    "axes[0, 0].plot(data.iloc[:,1]); axes[0, 0].set_title('Original Series')\n",
    "plot_acf(data.iloc[:,1], ax=axes[0, 1])\n",
    "# 1st Differencing\n",
    "axes[1, 0].plot(data.iloc[:,1].diff()); axes[1, 0].set_title('1st Order Differencing')\n",
    "plot_acf(data.iloc[:,1].diff().dropna(), ax=axes[1, 1])\n",
    "\n",
    "# 2nd Differencing\n",
    "axes[2, 0].plot(data.iloc[:,1].diff().diff()); axes[2, 0].set_title('2nd Order Differencing')\n",
    "plot_acf(data.iloc[:,1].diff().diff().dropna(), ax=axes[2, 1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 单位根检验与白噪声检验"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-11.876085687762412,\n",
       " 6.336238787185674e-22,\n",
       " 3,\n",
       " 225,\n",
       " {'1%': -3.4597521044060353,\n",
       "  '5%': -2.874472927517147,\n",
       "  '10%': -2.5736628197530864},\n",
       " 3791.238096436704)"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = data.iloc[:,1]\n",
    "#单位根检验\n",
    "sm.tsa.stattools.adfuller(y.diff(1)[1:])\n",
    "#一阶差分之后原始数据是平稳数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\stats\\diagnostic.py:559: FutureWarning: The value returned will change to a single DataFrame after 0.12 is released.  Set return_df to True to use to return a DataFrame now.  Set return_df to False to silence this warning.\n",
      "  warnings.warn(msg, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(array([381.29292493, 546.07543412]),\n",
       " array([2.93276186e-079, 3.39746383e-109]),\n",
       " array([373.07760056, 529.7765127 ]),\n",
       " array([1.70762693e-077, 1.01127291e-105]))"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from statsmodels.stats.diagnostic import acorr_ljungbox\n",
    "#白噪声检验\n",
    "acorr_ljungbox(y, lags = [6, 12],boxpierce=True)\n",
    "#不能拒绝原假设，这个时间序列的确就是白噪声序列。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 构建ARIMA(1,1,3)模型实例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\tsa\\arima_model.py:472: FutureWarning: \n",
      "statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have\n",
      "been deprecated in favor of statsmodels.tsa.arima.model.ARIMA (note the .\n",
      "between arima and model) and\n",
      "statsmodels.tsa.SARIMAX. These will be removed after the 0.12 release.\n",
      "\n",
      "statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and\n",
      "is both well tested and maintained.\n",
      "\n",
      "To silence this warning and continue using ARMA and ARIMA until they are\n",
      "removed, use:\n",
      "\n",
      "import warnings\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARMA',\n",
      "                        FutureWarning)\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARIMA',\n",
      "                        FutureWarning)\n",
      "\n",
      "  warnings.warn(ARIMA_DEPRECATION_WARN, FutureWarning)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                             ARIMA Model Results                              \n",
      "==============================================================================\n",
      "Dep. Variable:      D.包装专用设备产量_当期值(台)   No. Observations:                  229\n",
      "Model:                 ARIMA(1, 1, 3)   Log Likelihood               -2024.821\n",
      "Method:                       css-mle   S.D. of innovations           1663.518\n",
      "Date:                Thu, 07 Jul 2022   AIC                           4061.642\n",
      "Time:                        11:11:51   BIC                           4082.244\n",
      "Sample:                             1   HQIC                          4069.954\n",
      "                                                                              \n",
      "===========================================================================================\n",
      "                              coef    std err          z      P>|z|      [0.025      0.975]\n",
      "-------------------------------------------------------------------------------------------\n",
      "const                      25.6254     29.949      0.856      0.392     -33.074      84.325\n",
      "ar.L1.D.包装专用设备产量_当期值(台)    -0.9295      0.030    -30.940      0.000      -0.988      -0.871\n",
      "ma.L1.D.包装专用设备产量_当期值(台)     0.4999      0.071      7.007      0.000       0.360       0.640\n",
      "ma.L2.D.包装专用设备产量_当期值(台)    -0.7415      0.065    -11.492      0.000      -0.868      -0.615\n",
      "ma.L3.D.包装专用设备产量_当期值(台)    -0.2415      0.074     -3.279      0.001      -0.386      -0.097\n",
      "                                    Roots                                    \n",
      "=============================================================================\n",
      "                  Real          Imaginary           Modulus         Frequency\n",
      "-----------------------------------------------------------------------------\n",
      "AR.1           -1.0759           +0.0000j            1.0759            0.5000\n",
      "MA.1            1.2478           +0.0000j            1.2478            0.0000\n",
      "MA.2           -1.0000           +0.0000j            1.0000            0.5000\n",
      "MA.3           -3.3188           +0.0000j            3.3188            0.5000\n",
      "-----------------------------------------------------------------------------\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\base\\model.py:548: HessianInversionWarning: Inverting hessian failed, no bse or cov_params available\n",
      "  'available', HessianInversionWarning)\n",
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\tsa\\arima_model.py:472: FutureWarning: \n",
      "statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have\n",
      "been deprecated in favor of statsmodels.tsa.arima.model.ARIMA (note the .\n",
      "between arima and model) and\n",
      "statsmodels.tsa.SARIMAX. These will be removed after the 0.12 release.\n",
      "\n",
      "statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and\n",
      "is both well tested and maintained.\n",
      "\n",
      "To silence this warning and continue using ARMA and ARIMA until they are\n",
      "removed, use:\n",
      "\n",
      "import warnings\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARMA',\n",
      "                        FutureWarning)\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARIMA',\n",
      "                        FutureWarning)\n",
      "\n",
      "  warnings.warn(ARIMA_DEPRECATION_WARN, FutureWarning)\n"
     ]
    }
   ],
   "source": [
    "from statsmodels.tsa.arima_model import ARIMA\n",
    "\n",
    "# 1,1,2 ARIMA Model\n",
    "model = ARIMA(data.iloc[:,1], order=(1,1,3))\n",
    "model_fit = model.fit(disp=0)\n",
    "print(model_fit.summary())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\pandas\\plotting\\_matplotlib\\tools.py:331: MatplotlibDeprecationWarning: \n",
      "The is_first_col function was deprecated in Matplotlib 3.4 and will be removed two minor releases later. Use ax.get_subplotspec().is_first_col() instead.\n",
      "  if ax.is_first_col():\n",
      "D:\\Anaconda\\lib\\site-packages\\pandas\\plotting\\_matplotlib\\tools.py:331: MatplotlibDeprecationWarning: \n",
      "The is_first_col function was deprecated in Matplotlib 3.4 and will be removed two minor releases later. Use ax.get_subplotspec().is_first_col() instead.\n",
      "  if ax.is_first_col():\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查看残差是否符合正态分布\n",
    "residuals = pd.DataFrame(model_fit.resid)\n",
    "fig, ax = plt.subplots(1,2)\n",
    "residuals.plot(title=\"Residuals\", ax=ax[0])\n",
    "residuals.plot(kind='kde', title='Density', ax=ax[1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "model_fit.plot_predict(dynamic=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\tsa\\arima_model.py:472: FutureWarning: \n",
      "statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have\n",
      "been deprecated in favor of statsmodels.tsa.arima.model.ARIMA (note the .\n",
      "between arima and model) and\n",
      "statsmodels.tsa.SARIMAX. These will be removed after the 0.12 release.\n",
      "\n",
      "statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and\n",
      "is both well tested and maintained.\n",
      "\n",
      "To silence this warning and continue using ARMA and ARIMA until they are\n",
      "removed, use:\n",
      "\n",
      "import warnings\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARMA',\n",
      "                        FutureWarning)\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARIMA',\n",
      "                        FutureWarning)\n",
      "\n",
      "  warnings.warn(ARIMA_DEPRECATION_WARN, FutureWarning)\n",
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\tsa\\arima_model.py:472: FutureWarning: \n",
      "statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have\n",
      "been deprecated in favor of statsmodels.tsa.arima.model.ARIMA (note the .\n",
      "between arima and model) and\n",
      "statsmodels.tsa.SARIMAX. These will be removed after the 0.12 release.\n",
      "\n",
      "statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and\n",
      "is both well tested and maintained.\n",
      "\n",
      "To silence this warning and continue using ARMA and ARIMA until they are\n",
      "removed, use:\n",
      "\n",
      "import warnings\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARMA',\n",
      "                        FutureWarning)\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARIMA',\n",
      "                        FutureWarning)\n",
      "\n",
      "  warnings.warn(ARIMA_DEPRECATION_WARN, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#模型预测结果\n",
    "from statsmodels.tsa.stattools import acf\n",
    "\n",
    "# Create Training and Test\n",
    "train = data.iloc[:143,1]\n",
    "test = data.iloc[143:,1]\n",
    "\n",
    "# Build Model\n",
    "# model = ARIMA(train, order=(3,2,1))  \n",
    "model = ARIMA(train, order=(1, 1, 3))  \n",
    "fitted = model.fit(disp=-1)  \n",
    "\n",
    "# Forecast\n",
    "fc, se, conf = fitted.forecast(87, alpha=0.05)  # 95% conf\n",
    "\n",
    "# Make as pandas series\n",
    "fc_series = pd.Series(fc, index=test.index)\n",
    "lower_series = pd.Series(conf[:, 0], index=test.index)\n",
    "upper_series = pd.Series(conf[:, 1], index=test.index)\n",
    "\n",
    "# Plot\n",
    "plt.figure(figsize=(12,5), dpi=100)\n",
    "plt.plot(train, label='training')\n",
    "plt.plot(test, label='actual')\n",
    "plt.plot(fc_series, label='forecast')\n",
    "plt.fill_between(lower_series.index, lower_series, upper_series, \n",
    "                 color='k', alpha=.15)\n",
    "plt.title('Forecast vs Actuals')\n",
    "plt.legend(loc='upper left', fontsize=8)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 采用超参数优化的方法选择最优ARIMA模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Performing stepwise search to minimize aic\n",
      " ARIMA(1,0,1)(0,0,0)[0]             : AIC=4098.870, Time=0.05 sec\n",
      " ARIMA(0,0,0)(0,0,0)[0]             : AIC=4771.515, Time=0.01 sec\n",
      " ARIMA(1,0,0)(0,0,0)[0]             : AIC=4132.500, Time=0.01 sec\n",
      " ARIMA(0,0,1)(0,0,0)[0]             : AIC=4528.081, Time=0.11 sec\n",
      " ARIMA(2,0,1)(0,0,0)[0]             : AIC=4085.971, Time=0.19 sec\n",
      " ARIMA(2,0,0)(0,0,0)[0]             : AIC=4120.400, Time=0.03 sec\n",
      " ARIMA(3,0,1)(0,0,0)[0]             : AIC=4087.453, Time=0.17 sec\n",
      " ARIMA(2,0,2)(0,0,0)[0]             : AIC=4086.497, Time=0.30 sec\n",
      " ARIMA(1,0,2)(0,0,0)[0]             : AIC=4084.568, Time=0.13 sec\n",
      " ARIMA(0,0,2)(0,0,0)[0]             : AIC=4415.230, Time=0.22 sec\n",
      " ARIMA(1,0,3)(0,0,0)[0]             : AIC=4087.819, Time=0.07 sec\n",
      " ARIMA(0,0,3)(0,0,0)[0]             : AIC=4331.860, Time=0.37 sec\n",
      " ARIMA(2,0,3)(0,0,0)[0]             : AIC=4086.409, Time=0.43 sec\n",
      " ARIMA(1,0,2)(0,0,0)[0] intercept   : AIC=4090.721, Time=0.07 sec\n",
      "\n",
      "Best model:  ARIMA(1,0,2)(0,0,0)[0]          \n",
      "Total fit time: 2.179 seconds\n",
      "                               SARIMAX Results                                \n",
      "==============================================================================\n",
      "Dep. Variable:                      y   No. Observations:                  230\n",
      "Model:               SARIMAX(1, 0, 2)   Log Likelihood               -2038.284\n",
      "Date:                Thu, 07 Jul 2022   AIC                           4084.568\n",
      "Time:                        11:16:03   BIC                           4098.320\n",
      "Sample:                             0   HQIC                          4090.116\n",
      "                                - 230                                         \n",
      "Covariance Type:                  opg                                         \n",
      "==============================================================================\n",
      "                 coef    std err          z      P>|z|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "ar.L1          0.9980      0.004    269.377      0.000       0.991       1.005\n",
      "ma.L1         -0.4521      0.053     -8.594      0.000      -0.555      -0.349\n",
      "ma.L2         -0.2790      0.059     -4.766      0.000      -0.394      -0.164\n",
      "sigma2       2.96e+06   4.64e-09   6.37e+14      0.000    2.96e+06    2.96e+06\n",
      "===================================================================================\n",
      "Ljung-Box (L1) (Q):                   0.00   Jarque-Bera (JB):                51.38\n",
      "Prob(Q):                              0.99   Prob(JB):                         0.00\n",
      "Heteroskedasticity (H):               0.66   Skew:                             0.19\n",
      "Prob(H) (two-sided):                  0.07   Kurtosis:                         5.28\n",
      "===================================================================================\n",
      "\n",
      "Warnings:\n",
      "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n",
      "[2] Covariance matrix is singular or near-singular, with condition number 5.72e+29. Standard errors may be unstable.\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#为引进季节因子的超参数优化过程\n",
    "model = pm.auto_arima(data.iloc[:,1], start_p=1, start_q=1,\n",
    "                      information_criterion='aic',\n",
    "                      test='adf',       # use adftest to find optimal 'd'\n",
    "                      max_p=4, max_q=4, # maximum p and q\n",
    "                      m=1,              # frequency of series\n",
    "                      d=None,           # let model determine 'd'\n",
    "                      seasonal=False,   # No Seasonality\n",
    "                      start_P=0, \n",
    "                      D=0, \n",
    "                      trace=True,\n",
    "                      error_action='ignore',  \n",
    "                      suppress_warnings=True, \n",
    "                      stepwise=True)\n",
    "\n",
    "print(model.summary())\n",
    "\n",
    "# Forecast\n",
    "n_periods = 24\n",
    "fc, confint = model.predict(n_periods=n_periods, return_conf_int=True)\n",
    "index_of_fc = np.arange(len(data.iloc[:,1]), len(data.iloc[:,1])+n_periods)\n",
    "\n",
    "# make series for plotting purpose\n",
    "fc_series = pd.Series(fc, index=index_of_fc)\n",
    "lower_series = pd.Series(confint[:, 0], index=index_of_fc)\n",
    "upper_series = pd.Series(confint[:, 1], index=index_of_fc)\n",
    "\n",
    "# Plot\n",
    "plt.plot(data.iloc[:,1])\n",
    "plt.plot(fc_series, color='darkgreen')\n",
    "plt.fill_between(lower_series.index, \n",
    "                 lower_series, \n",
    "                 upper_series, \n",
    "                 color='k', alpha=.15)\n",
    "\n",
    "plt.title(\"Final Forecast of WWW Usage\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Performing stepwise search to minimize aic\n",
      " ARIMA(1,0,1)(0,1,1)[12] intercept   : AIC=inf, Time=1.80 sec\n",
      " ARIMA(0,0,0)(0,1,0)[12] intercept   : AIC=4085.296, Time=0.02 sec\n",
      " ARIMA(1,0,0)(1,1,0)[12] intercept   : AIC=3977.548, Time=0.59 sec\n",
      " ARIMA(0,0,1)(0,1,1)[12] intercept   : AIC=inf, Time=1.36 sec\n",
      " ARIMA(0,0,0)(0,1,0)[12]             : AIC=4085.787, Time=0.02 sec\n",
      " ARIMA(1,0,0)(0,1,0)[12] intercept   : AIC=4028.507, Time=0.04 sec\n",
      " ARIMA(1,0,0)(2,1,0)[12] intercept   : AIC=3950.689, Time=1.74 sec\n",
      " ARIMA(1,0,0)(2,1,1)[12] intercept   : AIC=inf, Time=4.70 sec\n",
      " ARIMA(1,0,0)(1,1,1)[12] intercept   : AIC=inf, Time=1.65 sec\n",
      " ARIMA(0,0,0)(2,1,0)[12] intercept   : AIC=4028.299, Time=2.30 sec\n",
      " ARIMA(2,0,0)(2,1,0)[12] intercept   : AIC=3952.147, Time=2.17 sec\n",
      " ARIMA(1,0,1)(2,1,0)[12] intercept   : AIC=3950.508, Time=2.53 sec\n",
      " ARIMA(1,0,1)(1,1,0)[12] intercept   : AIC=3977.241, Time=0.97 sec\n",
      " ARIMA(1,0,1)(2,1,1)[12] intercept   : AIC=3926.758, Time=4.01 sec\n",
      " ARIMA(1,0,1)(1,1,1)[12] intercept   : AIC=3928.141, Time=2.22 sec\n",
      " ARIMA(1,0,1)(2,1,2)[12] intercept   : AIC=inf, Time=6.10 sec\n",
      " ARIMA(1,0,1)(1,1,2)[12] intercept   : AIC=inf, Time=6.39 sec\n",
      " ARIMA(0,0,1)(2,1,1)[12] intercept   : AIC=inf, Time=4.10 sec\n",
      " ARIMA(2,0,1)(2,1,1)[12] intercept   : AIC=inf, Time=5.24 sec\n",
      " ARIMA(1,0,2)(2,1,1)[12] intercept   : AIC=3930.696, Time=5.08 sec\n",
      " ARIMA(0,0,0)(2,1,1)[12] intercept   : AIC=inf, Time=3.31 sec\n",
      " ARIMA(0,0,2)(2,1,1)[12] intercept   : AIC=inf, Time=3.64 sec\n",
      " ARIMA(2,0,0)(2,1,1)[12] intercept   : AIC=inf, Time=4.24 sec\n",
      " ARIMA(2,0,2)(2,1,1)[12] intercept   : AIC=3945.289, Time=6.64 sec\n",
      " ARIMA(1,0,1)(2,1,1)[12]             : AIC=inf, Time=3.93 sec\n",
      "\n",
      "Best model:  ARIMA(1,0,1)(2,1,1)[12] intercept\n",
      "Total fit time: 74.818 seconds\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table class=\"simpletable\">\n",
       "<caption>SARIMAX Results</caption>\n",
       "<tr>\n",
       "  <th>Dep. Variable:</th>                  <td>y</td>               <th>  No. Observations:  </th>    <td>230</td>   \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Model:</th>           <td>SARIMAX(1, 0, 1)x(2, 1, 1, 12)</td> <th>  Log Likelihood     </th> <td>-1956.379</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Date:</th>                   <td>Thu, 07 Jul 2022</td>        <th>  AIC                </th> <td>3926.758</td> \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Time:</th>                       <td>11:18:17</td>            <th>  BIC                </th> <td>3950.450</td> \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Sample:</th>                         <td>0</td>               <th>  HQIC               </th> <td>3936.327</td> \n",
       "</tr>\n",
       "<tr>\n",
       "  <th></th>                             <td> - 230</td>             <th>                     </th>     <td> </td>    \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Covariance Type:</th>               <td>opg</td>              <th>                     </th>     <td> </td>    \n",
       "</tr>\n",
       "</table>\n",
       "<table class=\"simpletable\">\n",
       "<tr>\n",
       "      <td></td>         <th>coef</th>     <th>std err</th>      <th>z</th>      <th>P>|z|</th>  <th>[0.025</th>    <th>0.975]</th>  \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>intercept</th> <td>   19.1459</td> <td>   27.526</td> <td>    0.696</td> <td> 0.487</td> <td>  -34.804</td> <td>   73.095</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>ar.L1</th>     <td>    0.9209</td> <td>    0.053</td> <td>   17.474</td> <td> 0.000</td> <td>    0.818</td> <td>    1.024</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>ma.L1</th>     <td>   -0.5066</td> <td>    0.107</td> <td>   -4.740</td> <td> 0.000</td> <td>   -0.716</td> <td>   -0.297</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>ar.S.L12</th>  <td>   -0.0727</td> <td>    0.141</td> <td>   -0.515</td> <td> 0.607</td> <td>   -0.350</td> <td>    0.204</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>ar.S.L24</th>  <td>   -0.0531</td> <td>    0.119</td> <td>   -0.446</td> <td> 0.656</td> <td>   -0.287</td> <td>    0.180</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>ma.S.L12</th>  <td>   -0.8805</td> <td>    0.149</td> <td>   -5.915</td> <td> 0.000</td> <td>   -1.172</td> <td>   -0.589</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>sigma2</th>    <td> 4.597e+06</td> <td> 5.57e+05</td> <td>    8.257</td> <td> 0.000</td> <td> 3.51e+06</td> <td> 5.69e+06</td>\n",
       "</tr>\n",
       "</table>\n",
       "<table class=\"simpletable\">\n",
       "<tr>\n",
       "  <th>Ljung-Box (L1) (Q):</th>     <td>2.47</td> <th>  Jarque-Bera (JB):  </th> <td>94.58</td>\n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Prob(Q):</th>                <td>0.12</td> <th>  Prob(JB):          </th> <td>0.00</td> \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Heteroskedasticity (H):</th> <td>0.46</td> <th>  Skew:              </th> <td>0.39</td> \n",
       "</tr>\n",
       "<tr>\n",
       "  <th>Prob(H) (two-sided):</th>    <td>0.00</td> <th>  Kurtosis:          </th> <td>6.13</td> \n",
       "</tr>\n",
       "</table><br/><br/>Warnings:<br/>[1] Covariance matrix calculated using the outer product of gradients (complex-step)."
      ],
      "text/plain": [
       "<class 'statsmodels.iolib.summary.Summary'>\n",
       "\"\"\"\n",
       "                                     SARIMAX Results                                      \n",
       "==========================================================================================\n",
       "Dep. Variable:                                  y   No. Observations:                  230\n",
       "Model:             SARIMAX(1, 0, 1)x(2, 1, 1, 12)   Log Likelihood               -1956.379\n",
       "Date:                            Thu, 07 Jul 2022   AIC                           3926.758\n",
       "Time:                                    11:18:17   BIC                           3950.450\n",
       "Sample:                                         0   HQIC                          3936.327\n",
       "                                            - 230                                         \n",
       "Covariance Type:                              opg                                         \n",
       "==============================================================================\n",
       "                 coef    std err          z      P>|z|      [0.025      0.975]\n",
       "------------------------------------------------------------------------------\n",
       "intercept     19.1459     27.526      0.696      0.487     -34.804      73.095\n",
       "ar.L1          0.9209      0.053     17.474      0.000       0.818       1.024\n",
       "ma.L1         -0.5066      0.107     -4.740      0.000      -0.716      -0.297\n",
       "ar.S.L12      -0.0727      0.141     -0.515      0.607      -0.350       0.204\n",
       "ar.S.L24      -0.0531      0.119     -0.446      0.656      -0.287       0.180\n",
       "ma.S.L12      -0.8805      0.149     -5.915      0.000      -1.172      -0.589\n",
       "sigma2      4.597e+06   5.57e+05      8.257      0.000    3.51e+06    5.69e+06\n",
       "===================================================================================\n",
       "Ljung-Box (L1) (Q):                   2.47   Jarque-Bera (JB):                94.58\n",
       "Prob(Q):                              0.12   Prob(JB):                         0.00\n",
       "Heteroskedasticity (H):               0.46   Skew:                             0.39\n",
       "Prob(H) (two-sided):                  0.00   Kurtosis:                         6.13\n",
       "===================================================================================\n",
       "\n",
       "Warnings:\n",
       "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n",
       "\"\"\""
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#引进季节因子的超参数优化过程\n",
    "import pmdarima as pm\n",
    "# Seasonal - fit stepwise auto-ARIMA\n",
    "smodel = pm.auto_arima(data.iloc[:,1], start_p=1, start_q=1,\n",
    "                         test='adf',\n",
    "                         max_p=3, max_q=3, m=12,\n",
    "                         start_P=0, seasonal=True,\n",
    "                         d=None, D=1, trace=True,\n",
    "                         error_action='ignore',  \n",
    "                         suppress_warnings=True, \n",
    "                         stepwise=True)\n",
    "smodel.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\statsmodels\\tsa\\arima_model.py:472: FutureWarning: \n",
      "statsmodels.tsa.arima_model.ARMA and statsmodels.tsa.arima_model.ARIMA have\n",
      "been deprecated in favor of statsmodels.tsa.arima.model.ARIMA (note the .\n",
      "between arima and model) and\n",
      "statsmodels.tsa.SARIMAX. These will be removed after the 0.12 release.\n",
      "\n",
      "statsmodels.tsa.arima.model.ARIMA makes use of the statespace framework and\n",
      "is both well tested and maintained.\n",
      "\n",
      "To silence this warning and continue using ARMA and ARIMA until they are\n",
      "removed, use:\n",
      "\n",
      "import warnings\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARMA',\n",
      "                        FutureWarning)\n",
      "warnings.filterwarnings('ignore', 'statsmodels.tsa.arima_model.ARIMA',\n",
      "                        FutureWarning)\n",
      "\n",
      "  warnings.warn(ARIMA_DEPRECATION_WARN, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "model = smodel\n",
    "n_periods = 24\n",
    "fc, confint = model.predict(n_periods=n_periods, return_conf_int=True)\n",
    "index_of_fc = np.arange(len(data.iloc[:,1]), len(data.iloc[:,1])+n_periods)\n",
    "\n",
    "# make series for plotting purpose\n",
    "fc_series = pd.Series(fc, index=index_of_fc)\n",
    "lower_series = pd.Series(confint[:, 0], index=index_of_fc)\n",
    "upper_series = pd.Series(confint[:, 1], index=index_of_fc)\n",
    "\n",
    "# Plot\n",
    "plt.plot(data.iloc[:,1])\n",
    "plt.plot(fc_series, color='darkgreen')\n",
    "plt.fill_between(lower_series.index, \n",
    "                 lower_series, \n",
    "                 upper_series, \n",
    "                 color='k', alpha=.15)\n",
    "plt.title(\"Final Forecast of seasonal factor Usage\")\n",
    "plt.show()\n",
    "model = ARIMA(data.iloc[:,1],order=(1, 0, 1))\n",
    "model_fit = model.fit(disp=0)\n",
    "model_fit.plot_predict(dynamic=False)\n",
    "plt.title(\"Training process of  seasonal factor Usage\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 1.91458613e+01,  9.20890667e-01, -5.06623130e-01, -7.27113226e-02,\n",
       "       -5.31233300e-02, -8.80532392e-01,  4.59726501e+06])"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#显示smodel的相关参数\n",
    "smodel.params()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1386143.126665431"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#计算预测结果的MSE（均方误差）\n",
    "fc, confint = smodel.predict(n_periods=24, return_conf_int=True)\n",
    "y_test =y[206:]\n",
    "y_predict  = fc\n",
    "mean_squared_error(y_test,y_predict)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
